• Title/Summary/Keyword: Coefficient of Variance

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Effects of Environmental Factors on Phytoplankton Communities in the Marine Ranching Ground of Tongyeong Coastal Waters, Korea (통영 바다목장 해역에서 식물플랑크톤군집에 미치는 환경요인의 영향)

  • Lee, Jin-Hwan;Jung, Seung-Won;Kim, Jong-Man
    • Ocean and Polar Research
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    • v.27 no.1
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    • pp.15-24
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    • 2005
  • In order to investigate the structures and dynamics of phytoplankton communities, each physicochemical environmental factor, species composition, standing crop, and dominant species were examined in the marine ranching ground of Tongyeong coastal waters from April to October, 2000. During the studies, mean water temperature and salinity were $18.8^{\circ}C$ and 33.1 psu, respectively. DO, SS and transparency varied from 5.43 to 11.39 mg/l, 14.6 to 32.4mg/l and 3.5 to 9.0m, respectively. Light intensities varied from 0.02 to $966{\mu}E/m^2/s$, which decreased with depth. $NH_4-N,\;NO_3-N,\;NO_2-N,\;PO_4-P,\;and\;SiO_2-Si$ were fluctuated from 0.059 to 0.332 mg/l, 0.040 to 0.800 mg/l, 0.001 to 0.468 mg/l, 2.3 to $143.0{\mu}g/l$, and 0.007 to 0.600 mg/l, respectively. chlorophyll a concentrations were fluctuated from 0.7 to $8.9{\mu}g/l$. Among 130 taxa of phytoplankton communities observed. diatoms occupied more than 81.54% of the total species, and the others were dinoflagellates and silicoflagellates. Phytoplankton standing crops ranged from $4.6{\times}10^4\;to\;2.6{\times}10^6cells/l$. In October, the standing crops were at bloom level showing more than $10^6cells/lat$ all stations. Dominant species changed by month and station. Leptocylindrus danicus occupied 59.84% in April and 22.03% in June. Pseudo-nitzschia pungens in August and Chaetoceros socialis and Skeletonema costatum in October were predominant species. In order to investigate factors influencing the total phytoplankton standing crops the correlations between the standing crops of diatoms, dinoflagellates, all phytoplanktons occurred and environmental factors were calculated using a multiple regression analysis. The coefficient of determination $(R^2)$ for total standing crops was 0.63 which explained 63% of variance and that of $R^2$ for diatom was 0.82. In statistical analysis, the results showed that the environmental factors influencing the size of the communities were predominantly water temperature, salinity and silicate.

A Study on Group-specific External Feature Concerns and Beauty Care Behaviors Depending on Narcissistic Propensity (자기애 성향에 따른 집단별 외모관심도 및 미용행동에 관한 연구)

  • Kim, You-Sung;Park, Ok-Lyun
    • Fashion & Textile Research Journal
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    • v.11 no.5
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    • pp.808-817
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    • 2009
  • The purpose of this study was to verify potential differences in group- specific external feature concerns and beauty care behaviors of Korean women in their 20's~40's depending on their narcissistic propensity. This study is to take psychological approaches to narcissistic propensity of our contemporary society, so that it can get better understanding about consumers and provide marketing data on beauty-related industry. To meet the above goals, total 400 sheets of questionnaire were distributed to subjects from March 30 to April 8, 2009. Out of 376 sheets of questionnaire collected, total 355 valid questionnaires except incomplete 21 ones were used for final data analysis. For data analysis, this study used SPSS 12.0 as statistic program to perform factor analysis, reliability test (Cronbac's ${\alpha}$ coefficient), cluster analysis, t-test, analysis of variance (ANOVA), Duncan's multiple range test and multiple regression analysis. As a result, this study could come to the following findings: First, according to cluster analysis depending upon different factors such as self-directed narcissism, others-conscious narcissism and others-sensitive narcissism, it was found that our women in 20's to 40's could fall into 4 groups, i.e. complex narcissism group, mixed narcissism group, others-sensitive narcissism group and dispirited narcissism group. Second, according to analysis on potential differences in external feature concerns among four groups depending on their narcissistic propensity, it was found that there were significant differences in all relevant factors among groups. Third, according to analysis on differences in beauty care behaviors among four groups depending upon their narcissistic propensity, it was found that there were significant differences in all relevant factors among groups. Fourth, according to analysis on potential factors of external feature concerns that may influence beauty care behaviors of complex narcissism group, it was found that those factors had significant effects on fashion-orientedness, cosmetic surgery and personality pursuit of this group. And it was also found that there were significant differences in fashion-orientedness, cosmetic surgery, makeup and hair styling of mixed narcissism group, others-sensitive narcissism group and dispirited narcissism group respectively.

The Convergent Influence of Knowledge, Attitudes toward Caring for the Elderly and Geriatric Nursing Practice in Nursing Students (간호학생의 노인에 대한 지식, 노인돌봄태도가 노인간호실천에 미치는 융복합적 영향)

  • Kwon, Su-Hye;Kang, Hyo-Jeong;Youn, Soon-Chul;Kim, Young-Suk
    • Journal of Digital Convergence
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    • v.14 no.4
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    • pp.303-314
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    • 2016
  • The purpose of this study was to identify the relationships among knowledge, attitudes toward caring for the elderly and geriatric nursing practice and the influencing factors on geriatric nursing practice in nursing students. Data were collected from 255 nursing students with clinical practice experiences in three nursing schools in B city, with the measurement of Fact on Aging Quiz Part I, Attitudes toward Caring for the Elderly and Geriatric nursing practice. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and Stepwise multiple regression. Significant correlations were found among knowledge of, caring attitude towards the elderly and geriatric nursing practice. The significant factors influencing geriatric nursing practice were caring attitude towards the elderly, grade, and knowledge of the elderly, and these factors explained 27.4% of the variance. The findings suggest that effective educational strategies need to be developed and implemented to foster positive caring attitude towards and knowledge of the elderly in order to improve geriatric nursing practice in nursing students.

Optimization of biomethane production by biogas upgrading process using response surface mothodolgy (반응표면분석을 이용한 바이오가스 고질화공정을 통한 바이오메탄)

  • Park, Seong-Bum;Sung, Hyun-Je;Shim, Dong-Min;Kim, Nack-Joo
    • Journal of Energy Engineering
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    • v.23 no.2
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    • pp.62-73
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    • 2014
  • This research was focused to apply response surface methodology for optimization of bio-methane production by biogas upgrading process. Methane concentration(Y1) and methane efficiency(Y2) on biogas upgrading process were mathematically described as being modeled by the use of the Box-Behnken design on response surface methodology. The results of ANOVA(analysis of variance) about models, the probability value of the methane concentration and methane recovery response surface model are 0.0001 and 0.0001, respectively and coefficient of determination($R^2$) are 0.9788 and 0.9710, respectively. The response surface model is proved of high reliability and suitability. The operation pressure had the greatest influence to methane concentration than other operation parameters and the PSA rotary valve velocity had the greatest influence to methane recovery than other operation parameters. Optimal condition of biogas upgrading process for production of $100Nm^3/hr$ bio-methane were operation pressure 8.0bar and outlet flow rate 31.55RPM, respectively. At that operation condition the methane concentration of bio-methane was 97.13% and methane recovery in biogas upgrading process was 75.89%.

Regional Variation of EQ-5D Index and Related Factors in Community Health Survey: Major Role of Psychosocial Factors in Korea (지역사회건강조사에서 EQ-5D index의 지역간 변이와 관련 요인: 사회심리적 요인의 중요성)

  • Kim, Eunsu;Nam, Hae-Sung
    • Journal of agricultural medicine and community health
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    • v.45 no.4
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    • pp.183-193
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    • 2020
  • Objectives: As an ecological study, this study was performed to identify the community-level variation of health related quality-of-life (HRQOL), and to explore the factors that explain the variation, using 2017 Korean Community Health Survey (KCHS) data. Methods: Community health indicators of KCHS, which are correlated with the EQ-5D index of Si-gun-gu districts, were selected as independent variables. Multiple linear regression model was used to derive factors that explain regional variations in the EQ-5D index. Results: The EQ-5D index variation in 229 districts nationwide was 1.1 times for extremal quotient (EQ) and 1.0 for coefficient of variance (CV). The Si-gun-gu districts with the EQ-5D index in the lower 25% were more distributed in the province (27.7%) than in the metropolitan area (20.3%). As a result of multiple linear regression analysis, the depressed mood experience rate, perceived stress rate, suicide ideation rate, and physician diagnosed arthritis rate were derived as major factors of the variation. Conclusions: In order to reduce the gap in HRQOL between the districts, the priority of local health policies should be placed on the above factors including psychosocial factors.

The Effect of Emotional Intelligence, Empathy Ability and Calling Consciousness of Nursing Students on Happiness (간호대학생의 감성지능, 공감능력 및 소명의식이 행복에 미치는 영향)

  • Kang, Hye-Seung;Lee, Hyun-Ji;Park, Bo-Ha;Lee, Yeon-Gyeong
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.2
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    • pp.243-252
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    • 2019
  • The purpose of this study was to evaluate the effect of emotional intelligence, empathy ability, and calling consciousness of nursing students on happiness. The survey was conducted 217 nursing students attending in G city from September 3th to September 14th, 2018. Data was collected from self-administered questionnaires about happiness, emotional intelligence, empathy ability and calling consciousness. Data were analyzed by SPSS software version 21 using descriptive statistics (frequency) and analytical statistics (t-test, ANOVA, Pearson's correlation coefficient, linear regression). As a result, Happiness was significantly different by gender, grade, satisfaction in major, collegiate-life satisfaction, personal relationship, health status, perceived economic status. Also happiness showed positive correlation with emotional intelligence, empathy ability, and calling consciousness. Multiple regression analysis revealed that the predictors of happiness were grade, collegiate-life satisfaction, health status, empathy ability, calling consciousness, and emotional intelligence accounting for a total of 49.1% of the variance. Results of this study suggest that it is necessary for nursing students to intervention program aimed at enhance the happiness and it would be effective to focus on strengthening emotional intelligence and empathy ability for them.

Analysis of Shipping Markets Using VAR and VECM Models (VAR과 VECM 모형을 이용한 해운시장 분석)

  • Byoung-Wook Ko
    • Korea Trade Review
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    • v.48 no.3
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    • pp.69-88
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    • 2023
  • This study analyzes the dynamic characteristics of cargo volume (demand), ship fleet (supply), and freight rate (price) of container, dry bulk, and tanker shipping markets by using the VAR and VECM models. This analysis is expected to enhance the statistical understanding of market dynamics, which is perceived by the actual experiences of market participants. The common statistical patterns, which are all shown in the three shipping markets, are as follows: 1) The Granger-causality test reveals that the past increase of fleet variable induces the present decrease of freight rate variable. 2) The impulse-response analysis shows that cargo shock increases the freight rate but fleet shock decreases the freight rate. 3) Among the three cargo, fleet, and freight rate shocks, the freight rate shock is overwhelmingly largest. 4) The comparison of adjR2 reveals that the fleet variable is most explained by the endogenous variables, i.e., cargo, fleet, and freight rate in each of shipping markets. 5) The estimation of co-integrating vectors shows that the increase of cargo increases the freight rate but the increase of fleet decreases the freight rate. 6) The estimation of adjustment speed demonstrates that the past-period positive deviation from the long-run equilibrium freight rate induces the decrease of present freight rate.

A Study on the Strategy to promote Geospatial Information Industry based on Users Requirements Analysis (수요자 요구 분석을 통한 공간정보산업 진흥 전략에 관한 연구 -전문가 설문조사를 중심으로-)

  • Seok, Sangmuk;Song, Ki Sung;Hwang, Jung Rae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.7
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    • pp.400-409
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    • 2016
  • The geospatial information industry has the advantage of being able to converge with other industries to create new value. Therefore, efforts are underway to promote the growth of this dwindling national industry by endorsing policies and initiatives to promote its convergence with other industries. In this study, feedback was collected from experts in various fields through three rounds of polls using the Delphi method. The poll results were used to investigate the causes of hindrance to the growth of the geospatial information industry and to build a comprehensive solution to this problem. As a result, 27 strategies were constructed based on the users' requirements related to policy, data and service, including the demands for establishing public polling methods, enhancing data quality and advertisement. Since the coefficient of variance fell between 0.11 and 0.20 in the importance evaluation, an amicable consensus was reached between the experts. Considering that the convergence of industries is achieved through the integration of various types of technology and information, it is important to consider the requirements of users in different industries. In this respect, the results of this study will serve as a useful base for constructing mid-to-long term road maps to promote the development of the geospatial information industry.

Influence of Self-Efficacy and Critical Thinking Disposition on Self-Leadership of Nursing Students (간호대학생의 자기효능감과 비판적 사고성향이 셀프리더십에 미치는 영향)

  • Kang, Hye-Seung;Kim, Yoon-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.5
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    • pp.617-625
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    • 2017
  • This study examined the influence of self-efficacy and critical thinking disposition on the self-leadership of nursing students. The research subjects were114 nursing students in D city and K province. The data werecollected from November 9 to November 27, 2015, and analyzed by an independent t-test, one-way ANOVA, Pearson's correlation, and Stepwise multiple regression using the IBM SPSS/Win 20.0 program. The results showed that self-efficacy was 3.73, critical thinking disposition was 3.73, and self-leadership was 3.73. The self-leadership has positive correlations with self-efficacy and critical thinking disposition. Self-efficacy(${\beta}=.277$, p<.008), critical thinking disposition(${\beta}=.274$, p=.006), grade(${\beta}=.273$, p<.001), religion(${\beta}=.163$, p=.023),motivation of nursing(${\beta}=-.155$, p=.033) explained 45.6% of total variance of self-leadership of nursing students. The most significant predictor of self-leadership were self-efficacy, followed by critical thinking disposition. Therefore, it is necessary to develop aneducation program to improve the self-efficacy and critical thinking disposition of nursing students.

The Development of Performance Scoring Rubrics for the Inquiry-Based General Chemistry Experiments (탐구적 일반화학실험 수행 평가 준거 개발)

  • Kang, Soon-Hee;Kim, Yang-Hyun;Park, Jong-Yoon
    • Journal of The Korean Association For Science Education
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    • v.19 no.4
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    • pp.507-515
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    • 1999
  • This study is to develope the performance scoring rubrics for the inquiry-based experiments of general chemistry course in the college of education. Two types of analytic scoring rubrics have been developed for nine different experiments. The first one is to assess scientific process skills from the written experimental reports. These analytic scoring rubrics include seven process skills selected from the Lawson's 'creative and critical thinking skills' and other known process skills. The second one is to assess the individual manipulative skills and experimental attitudes through direct observations by the teacher. The content validity of all scoring rubrics was testified by six science educators. Also the inter-scorer reliability of analytic scoring rubrics administered on the students' experimental reports was examined. The correlation coefficient between the scores obtained from the experiments and those of the written test for theoretical knowledges was found to be r=.663(p <.01). From the variance($r^2$=.440), we would say indirectly that the 56% of this experimental assessment does not overlap with the theoretical knowledges test and assesses students' science process skills, manipulative skills, and attitudes.

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